1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 163 164 165 166 167 168 169 170 171 172 173 174 175 176 177 178 179 180 181 182 183 184 185 186 187 188 189 190 191 192 193 194 195 196 197 198 199 200 201 202 203 204 205 206 207 208 209 210 211 212 213 214 215 216 217 218 219 220 221 222 223 224 225 226 227 228 229 230 231 232 233 234 235 236 237 238 239 240 241 242 243 244 245 246 247 248 249 250 251 252 253 254 255 256 257 258 259 260 261 262 263 264 265 266 267 268 269 270 271 272 273 274 275 276 277 278 279 280 281 282 283 284 285 286 287 288 289 290 291 292 293 294 295 296 297 298
|
import logging
import time
from mock import patch
import pytest
from six.moves import range
import kafka.codec
from kafka.errors import UnsupportedCodecError, UnsupportedVersionError
from kafka.structs import TopicPartition, OffsetAndTimestamp
from test.testutil import Timer, assert_message_count, env_kafka_version, random_string
@pytest.mark.skipif(not env_kafka_version(), reason="No KAFKA_VERSION set")
def test_kafka_version_infer(kafka_consumer_factory):
consumer = kafka_consumer_factory()
actual_ver_major_minor = env_kafka_version()[:2]
client = consumer._client
conn = list(client._conns.values())[0]
inferred_ver_major_minor = conn.check_version()[:2]
assert actual_ver_major_minor == inferred_ver_major_minor, \
"Was expecting inferred broker version to be %s but was %s" % (actual_ver_major_minor, inferred_ver_major_minor)
@pytest.mark.skipif(not env_kafka_version(), reason="No KAFKA_VERSION set")
def test_kafka_consumer(kafka_consumer_factory, send_messages):
"""Test KafkaConsumer"""
consumer = kafka_consumer_factory(auto_offset_reset='earliest')
send_messages(range(0, 100), partition=0)
send_messages(range(0, 100), partition=1)
cnt = 0
messages = {0: [], 1: []}
for message in consumer:
logging.debug("Consumed message %s", repr(message))
cnt += 1
messages[message.partition].append(message)
if cnt >= 200:
break
assert_message_count(messages[0], 100)
assert_message_count(messages[1], 100)
@pytest.mark.skipif(not env_kafka_version(), reason="No KAFKA_VERSION set")
def test_kafka_consumer_unsupported_encoding(
topic, kafka_producer_factory, kafka_consumer_factory):
# Send a compressed message
producer = kafka_producer_factory(compression_type="gzip")
fut = producer.send(topic, b"simple message" * 200)
fut.get(timeout=5)
producer.close()
# Consume, but with the related compression codec not available
with patch.object(kafka.codec, "has_gzip") as mocked:
mocked.return_value = False
consumer = kafka_consumer_factory(auto_offset_reset='earliest')
error_msg = "Libraries for gzip compression codec not found"
with pytest.raises(UnsupportedCodecError, match=error_msg):
consumer.poll(timeout_ms=2000)
@pytest.mark.skipif(not env_kafka_version(), reason="No KAFKA_VERSION set")
def test_kafka_consumer__blocking(kafka_consumer_factory, topic, send_messages):
TIMEOUT_MS = 500
consumer = kafka_consumer_factory(auto_offset_reset='earliest',
enable_auto_commit=False,
consumer_timeout_ms=TIMEOUT_MS)
# Manual assignment avoids overhead of consumer group mgmt
consumer.unsubscribe()
consumer.assign([TopicPartition(topic, 0)])
# Ask for 5 messages, nothing in queue, block 500ms
with Timer() as t:
with pytest.raises(StopIteration):
msg = next(consumer)
assert t.interval >= (TIMEOUT_MS / 1000.0)
send_messages(range(0, 10))
# Ask for 5 messages, 10 in queue. Get 5 back, no blocking
messages = []
with Timer() as t:
for i in range(5):
msg = next(consumer)
messages.append(msg)
assert_message_count(messages, 5)
assert t.interval < (TIMEOUT_MS / 1000.0)
# Ask for 10 messages, get 5 back, block 500ms
messages = []
with Timer() as t:
with pytest.raises(StopIteration):
for i in range(10):
msg = next(consumer)
messages.append(msg)
assert_message_count(messages, 5)
assert t.interval >= (TIMEOUT_MS / 1000.0)
@pytest.mark.skipif(env_kafka_version() < (0, 8, 1), reason="Requires KAFKA_VERSION >= 0.8.1")
def test_kafka_consumer__offset_commit_resume(kafka_consumer_factory, send_messages):
GROUP_ID = random_string(10)
send_messages(range(0, 100), partition=0)
send_messages(range(100, 200), partition=1)
# Start a consumer and grab the first 180 messages
consumer1 = kafka_consumer_factory(
group_id=GROUP_ID,
enable_auto_commit=True,
auto_commit_interval_ms=100,
auto_offset_reset='earliest',
)
output_msgs1 = []
for _ in range(180):
m = next(consumer1)
output_msgs1.append(m)
assert_message_count(output_msgs1, 180)
# Normally we let the pytest fixture `kafka_consumer_factory` handle
# closing as part of its teardown. Here we manually call close() to force
# auto-commit to occur before the second consumer starts. That way the
# second consumer only consumes previously unconsumed messages.
consumer1.close()
# Start a second consumer to grab 181-200
consumer2 = kafka_consumer_factory(
group_id=GROUP_ID,
enable_auto_commit=True,
auto_commit_interval_ms=100,
auto_offset_reset='earliest',
)
output_msgs2 = []
for _ in range(20):
m = next(consumer2)
output_msgs2.append(m)
assert_message_count(output_msgs2, 20)
# Verify the second consumer wasn't reconsuming messages that the first
# consumer already saw
assert_message_count(output_msgs1 + output_msgs2, 200)
@pytest.mark.skipif(env_kafka_version() < (0, 10, 1), reason="Requires KAFKA_VERSION >= 0.10.1")
def test_kafka_consumer_max_bytes_simple(kafka_consumer_factory, topic, send_messages):
send_messages(range(100, 200), partition=0)
send_messages(range(200, 300), partition=1)
# Start a consumer
consumer = kafka_consumer_factory(
auto_offset_reset='earliest', fetch_max_bytes=300)
seen_partitions = set()
for i in range(90):
poll_res = consumer.poll(timeout_ms=100)
for partition, msgs in poll_res.items():
for msg in msgs:
seen_partitions.add(partition)
# Check that we fetched at least 1 message from both partitions
assert seen_partitions == {TopicPartition(topic, 0), TopicPartition(topic, 1)}
@pytest.mark.skipif(env_kafka_version() < (0, 10, 1), reason="Requires KAFKA_VERSION >= 0.10.1")
def test_kafka_consumer_max_bytes_one_msg(kafka_consumer_factory, send_messages):
# We send to only 1 partition so we don't have parallel requests to 2
# nodes for data.
send_messages(range(100, 200))
# Start a consumer. FetchResponse_v3 should always include at least 1
# full msg, so by setting fetch_max_bytes=1 we should get 1 msg at a time
# But 0.11.0.0 returns 1 MessageSet at a time when the messages are
# stored in the new v2 format by the broker.
#
# DP Note: This is a strange test. The consumer shouldn't care
# how many messages are included in a FetchResponse, as long as it is
# non-zero. I would not mind if we deleted this test. It caused
# a minor headache when testing 0.11.0.0.
group = 'test-kafka-consumer-max-bytes-one-msg-' + random_string(5)
consumer = kafka_consumer_factory(
group_id=group,
auto_offset_reset='earliest',
consumer_timeout_ms=5000,
fetch_max_bytes=1)
fetched_msgs = [next(consumer) for i in range(10)]
assert_message_count(fetched_msgs, 10)
@pytest.mark.skipif(env_kafka_version() < (0, 10, 1), reason="Requires KAFKA_VERSION >= 0.10.1")
def test_kafka_consumer_offsets_for_time(topic, kafka_consumer, kafka_producer):
late_time = int(time.time()) * 1000
middle_time = late_time - 1000
early_time = late_time - 2000
tp = TopicPartition(topic, 0)
timeout = 10
early_msg = kafka_producer.send(
topic, partition=0, value=b"first",
timestamp_ms=early_time).get(timeout)
late_msg = kafka_producer.send(
topic, partition=0, value=b"last",
timestamp_ms=late_time).get(timeout)
consumer = kafka_consumer
offsets = consumer.offsets_for_times({tp: early_time})
assert len(offsets) == 1
assert offsets[tp].offset == early_msg.offset
assert offsets[tp].timestamp == early_time
offsets = consumer.offsets_for_times({tp: middle_time})
assert offsets[tp].offset == late_msg.offset
assert offsets[tp].timestamp == late_time
offsets = consumer.offsets_for_times({tp: late_time})
assert offsets[tp].offset == late_msg.offset
assert offsets[tp].timestamp == late_time
offsets = consumer.offsets_for_times({})
assert offsets == {}
# Out of bound timestamps check
offsets = consumer.offsets_for_times({tp: 0})
assert offsets[tp].offset == early_msg.offset
assert offsets[tp].timestamp == early_time
offsets = consumer.offsets_for_times({tp: 9999999999999})
assert offsets[tp] is None
# Beginning/End offsets
offsets = consumer.beginning_offsets([tp])
assert offsets == {tp: early_msg.offset}
offsets = consumer.end_offsets([tp])
assert offsets == {tp: late_msg.offset + 1}
@pytest.mark.skipif(env_kafka_version() < (0, 10, 1), reason="Requires KAFKA_VERSION >= 0.10.1")
def test_kafka_consumer_offsets_search_many_partitions(kafka_consumer, kafka_producer, topic):
tp0 = TopicPartition(topic, 0)
tp1 = TopicPartition(topic, 1)
send_time = int(time.time() * 1000)
timeout = 10
p0msg = kafka_producer.send(
topic, partition=0, value=b"XXX",
timestamp_ms=send_time).get(timeout)
p1msg = kafka_producer.send(
topic, partition=1, value=b"XXX",
timestamp_ms=send_time).get(timeout)
consumer = kafka_consumer
offsets = consumer.offsets_for_times({
tp0: send_time,
tp1: send_time
})
assert offsets == {
tp0: OffsetAndTimestamp(p0msg.offset, send_time),
tp1: OffsetAndTimestamp(p1msg.offset, send_time)
}
offsets = consumer.beginning_offsets([tp0, tp1])
assert offsets == {
tp0: p0msg.offset,
tp1: p1msg.offset
}
offsets = consumer.end_offsets([tp0, tp1])
assert offsets == {
tp0: p0msg.offset + 1,
tp1: p1msg.offset + 1
}
@pytest.mark.skipif(env_kafka_version() >= (0, 10, 1), reason="Requires KAFKA_VERSION < 0.10.1")
@pytest.mark.skip(reason="Skip integration test")
def test_kafka_consumer_offsets_for_time_old(kafka_consumer, topic):
consumer = kafka_consumer
tp = TopicPartition(topic, 0)
with pytest.raises(UnsupportedVersionError):
consumer.offsets_for_times({tp: int(time.time())})
@pytest.mark.skipif(env_kafka_version() < (0, 10, 1), reason="Requires KAFKA_VERSION >= 0.10.1")
def test_kafka_consumer_offsets_for_times_errors(kafka_consumer_factory, topic):
consumer = kafka_consumer_factory(fetch_max_wait_ms=200,
request_timeout_ms=500)
tp = TopicPartition(topic, 0)
bad_tp = TopicPartition(topic, 100)
with pytest.raises(ValueError):
consumer.offsets_for_times({tp: -1})
assert consumer.offsets_for_times({bad_tp: 0}) == {bad_tp: None}
|